Dermatomyositis with intrahepatic cholangiocarcinoma: a case report and data mining based on machine learning

被引:0
|
作者
Zhang, Xusheng [1 ]
Chen, Bendong [2 ]
机构
[1] Ningxia Med Univ, Yinchuan, Peoples R China
[2] Ningxia Med Univ, Gen Hosp, Yinchuan, Peoples R China
来源
FRONTIERS IN ONCOLOGY | 2023年 / 13卷
关键词
dermatomyositis; intrahepatic cholangiocarcinoma; paraneoplastic dermatomyositis; PARP12; MT1M; POLYMYOSITIS; MALIGNANCY; CARCINOMA; PARP12;
D O I
10.3389/fonc.2023.1206043
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Cancer secondary to dermatomyositis (DM) is defined as paraneoplastic dermatomyositis, which is one of the major subtypes of DM. However, cases of DM with intrahepatic cholangiocarcinoma (ICC) are rarely reported. In the course of our clinical work, we encountered a case of a middle-aged female patient who was diagnosed with DM for 7 years and then diagnosed with ICC, and we would like to share this case. In addition, in order to further investigate the deeper mechanism of ICC associated with DM, we also analyzed the dataset related to DM and ICC in the Gene Expression Omnibus (GEO) database based on the machine learning methods and found that poly(ADP-ribose) polymerase family member 12 (PARP12) and metallothionein 1M (MT1M) were closely associated with ICC secondary to DM. They are potentially important biomarkers for predicting the occurrence of ICC in patients with DM.
引用
收藏
页数:9
相关论文
共 50 条
  • [41] Is it Possible to Increase Survival of Patients with Intrahepatic Cholangiocarcinoma? A Case Report
    Sukru Oguz
    Hakan Kucukaslan
    Serdar Topaloglu
    Tunc Ones
    Feyyaz Baltacioglu
    Umit Cobanoglu
    Adnan Calik
    Journal of Gastrointestinal Cancer, 2021, 52 : 342 - 346
  • [42] Case Report: Primary lymphoepithelioma-like intrahepatic cholangiocarcinoma
    Liu, Fei
    Xu, Qing
    Regmi, Parbatraj
    Li, Fu-Yu
    Lin, Yi-Xin
    FRONTIERS IN ONCOLOGY, 2023, 13
  • [43] Machine Learning-based Development and Validation of a Cell Senescence Predictive and Prognostic Signature in Intrahepatic Cholangiocarcinoma
    Yang, Ruida
    Sun, Feidi
    Shi, Yu
    Wang, Huanhuan
    Fan, Yangwei
    Wu, Yinying
    Fan, Ruihan
    Wu, Shaobo
    Sun, Liankang
    JOURNAL OF CANCER, 2024, 15 (09): : 2810 - 2828
  • [44] The preoperative prognostic value of the radiomics nomogram based on CT combined with machine learning in patients with intrahepatic cholangiocarcinoma
    Youyin Tang
    Tao Zhang
    Xianghong Zhou
    Yunuo Zhao
    Hanyue Xu
    Yichun Liu
    Hang Wang
    Zheyu Chen
    Xuelei Ma
    World Journal of Surgical Oncology, 19
  • [45] The preoperative prognostic value of the radiomics nomogram based on CT combined with machine learning in patients with intrahepatic cholangiocarcinoma
    Tang, Youyin
    Zhang, Tao
    Zhou, Xianghong
    Zhao, Yunuo
    Xu, Hanyue
    Liu, Yichun
    Wang, Hang
    Chen, Zheyu
    Ma, Xuelei
    WORLD JOURNAL OF SURGICAL ONCOLOGY, 2021, 19 (01)
  • [46] Graph-based tools for data mining and machine learning
    Bunke, H
    MACHINE LEARNING AND DATA MINING IN PATTERN RECOGNITION, PROCEEDINGS, 2003, 2734 : 7 - 19
  • [47] A Survey of Internet Data Mining Technologies Based on Machine Learning
    Du, Lin
    Han, Yehong
    PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON APPLIED SCIENCE AND ENGINEERING INNOVATION, 2015, 12 : 1623 - 1626
  • [48] Research on Data Mining Technology Based on Machine Learning Algorithm
    Li, Shangran
    2018 INTERNATIONAL CONFERENCE ON COMPUTER INFORMATION SCIENCE AND APPLICATION TECHNOLOGY, 2019, 1168
  • [49] Data mining and machine learning for condition-based maintenance
    Accorsi, Riccardo
    Manzini, Riccardo
    Pascarella, Pietro
    Patella, Marco
    Sassi, Simone
    27TH INTERNATIONAL CONFERENCE ON FLEXIBLE AUTOMATION AND INTELLIGENT MANUFACTURING, FAIM2017, 2017, 11 : 1153 - 1161
  • [50] Value of fuzzy logic for data mining and machine learning: A case study
    Mirzakhanov, Vugar E.
    EXPERT SYSTEMS WITH APPLICATIONS, 2020, 162